Dataset statistics
| Number of variables | 6 |
|---|---|
| Number of observations | 1000 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 47.0 KiB |
| Average record size in memory | 48.1 B |
Variable types
| NUM | 6 |
|---|
Reproduction
| Analysis started | 2020-08-25 00:32:27.940788 |
|---|---|
| Analysis finished | 2020-08-25 00:32:34.378748 |
| Duration | 6.44 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
| Distinct count | 1000 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -6.505870242534684e-10 |
|---|---|
| Minimum | -2.3212990760803223 |
| Maximum | 2.285586357116699 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | -2.321299076 |
|---|---|
| 5-th percentile | -1.638232827 |
| Q1 | -0.7304718643 |
| median | -0.01378638251 |
| Q3 | 0.7746094167 |
| 95-th percentile | 1.68369987 |
| Maximum | 2.285586357 |
| Range | 4.606885433 |
| Interquartile range (IQR) | 1.505081281 |
Descriptive statistics
| Standard deviation | 1.000000001 |
|---|---|
| Coefficient of variation (CV) | -1537073387 |
| Kurtosis | -0.7140246763 |
| Mean | -6.505870243e-10 |
| Median Absolute Deviation (MAD) | 0.7584579289 |
| Skewness | -0.01682955871 |
| Sum | -6.505870243e-07 |
| Variance | 1.000000002 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1.367186427 | 1 | 0.1% | |
| 0.1412719041 | 1 | 0.1% | |
| 0.3157578111 | 1 | 0.1% | |
| 0.3889998794 | 1 | 0.1% | |
| -1.958341122 | 1 | 0.1% | |
| -1.063804865 | 1 | 0.1% | |
| -0.8962882161 | 1 | 0.1% | |
| -0.283341229 | 1 | 0.1% | |
| -0.08430955559 | 1 | 0.1% | |
| -0.02620429546 | 1 | 0.1% | |
| -1.372385144 | 1 | 0.1% | |
| 0.8424367905 | 1 | 0.1% | |
| -0.6920683384 | 1 | 0.1% | |
| -0.2457644343 | 1 | 0.1% | |
| 0.6861821413 | 1 | 0.1% | |
| -0.2596842945 | 1 | 0.1% | |
| -2.074074507 | 1 | 0.1% | |
| 1.126265645 | 1 | 0.1% | |
| -0.4661364853 | 1 | 0.1% | |
| -0.5162547827 | 1 | 0.1% | |
| 0.785784781 | 1 | 0.1% | |
| -1.583287954 | 1 | 0.1% | |
| -0.5885176063 | 1 | 0.1% | |
| -0.4667428732 | 1 | 0.1% | |
| -0.9439796209 | 1 | 0.1% | |
| Other values (975) | 975 | 97.5% |
| Value | Count | Frequency (%) | |
| -2.321299076 | 1 | 0.1% | |
| -2.242659092 | 1 | 0.1% | |
| -2.128531933 | 1 | 0.1% | |
| -2.111680269 | 1 | 0.1% | |
| -2.079287291 | 1 | 0.1% | |
| -2.07759428 | 1 | 0.1% | |
| -2.076393604 | 1 | 0.1% | |
| -2.074074507 | 1 | 0.1% | |
| -2.071959257 | 1 | 0.1% | |
| -2.061829805 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 2.285586357 | 1 | 0.1% | |
| 2.283720493 | 1 | 0.1% | |
| 2.238368273 | 1 | 0.1% | |
| 2.207492113 | 1 | 0.1% | |
| 2.139352798 | 1 | 0.1% | |
| 2.131704569 | 1 | 0.1% | |
| 2.12852335 | 1 | 0.1% | |
| 2.090043068 | 1 | 0.1% | |
| 2.082129478 | 1 | 0.1% | |
| 2.043511152 | 1 | 0.1% |
| Distinct count | 1000 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.8167193061024988e-09 |
|---|---|
| Minimum | -1.7634522914886477 |
| Maximum | 1.7378325462341309 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | -1.763452291 |
|---|---|
| 5-th percentile | -1.587667054 |
| Q1 | -0.813601777 |
| median | -0.0161343934 |
| Q3 | 0.8742136806 |
| 95-th percentile | 1.523936546 |
| Maximum | 1.737832546 |
| Range | 3.501284838 |
| Interquartile range (IQR) | 1.687815458 |
Descriptive statistics
| Standard deviation | 1.000000001 |
|---|---|
| Coefficient of variation (CV) | -550442766.8 |
| Kurtosis | -1.158879381 |
| Mean | -1.816719306e-09 |
| Median Absolute Deviation (MAD) | 0.8562484682 |
| Skewness | -0.02344674251 |
| Sum | -1.816719306e-06 |
| Variance | 1.000000003 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 1.523442268 | 1 | 0.1% | |
| 0.9186149836 | 1 | 0.1% | |
| -1.009155035 | 1 | 0.1% | |
| 0.2325887978 | 1 | 0.1% | |
| -1.141958952 | 1 | 0.1% | |
| -1.537731051 | 1 | 0.1% | |
| -0.9772280455 | 1 | 0.1% | |
| -0.6842575073 | 1 | 0.1% | |
| 1.001326442 | 1 | 0.1% | |
| 0.8546054363 | 1 | 0.1% | |
| 1.169289708 | 1 | 0.1% | |
| -0.5377685428 | 1 | 0.1% | |
| -1.489596844 | 1 | 0.1% | |
| 0.7526060939 | 1 | 0.1% | |
| 0.8053385019 | 1 | 0.1% | |
| -0.1573876888 | 1 | 0.1% | |
| 1.610597849 | 1 | 0.1% | |
| 0.2678999007 | 1 | 0.1% | |
| -0.8351518512 | 1 | 0.1% | |
| 1.552054405 | 1 | 0.1% | |
| 1.544152141 | 1 | 0.1% | |
| 0.1774044931 | 1 | 0.1% | |
| -0.2169551253 | 1 | 0.1% | |
| 0.271800369 | 1 | 0.1% | |
| 1.385801554 | 1 | 0.1% | |
| Other values (975) | 975 | 97.5% |
| Value | Count | Frequency (%) | |
| -1.763452291 | 1 | 0.1% | |
| -1.761433244 | 1 | 0.1% | |
| -1.757870436 | 1 | 0.1% | |
| -1.75631988 | 1 | 0.1% | |
| -1.750180483 | 1 | 0.1% | |
| -1.744455576 | 1 | 0.1% | |
| -1.742642045 | 1 | 0.1% | |
| -1.737193823 | 1 | 0.1% | |
| -1.737011433 | 1 | 0.1% | |
| -1.736748815 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 1.737832546 | 1 | 0.1% | |
| 1.737796426 | 1 | 0.1% | |
| 1.737736344 | 1 | 0.1% | |
| 1.737127423 | 1 | 0.1% | |
| 1.733197451 | 1 | 0.1% | |
| 1.731241345 | 1 | 0.1% | |
| 1.72297883 | 1 | 0.1% | |
| 1.715645432 | 1 | 0.1% | |
| 1.707499862 | 1 | 0.1% | |
| 1.702064753 | 1 | 0.1% |
| Distinct count | 1000 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0696094250306487e-09 |
|---|---|
| Minimum | -1.7151861190795898 |
| Maximum | 1.7082360982894895 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | -1.715186119 |
|---|---|
| 5-th percentile | -1.548216617 |
| Q1 | -0.8726149946 |
| median | -0.02860492654 |
| Q3 | 0.8727170974 |
| 95-th percentile | 1.558386046 |
| Maximum | 1.708236098 |
| Range | 3.423422217 |
| Interquartile range (IQR) | 1.745332092 |
Descriptive statistics
| Standard deviation | 0.9999999996 |
|---|---|
| Coefficient of variation (CV) | 934920706.7 |
| Kurtosis | -1.188324895 |
| Mean | 1.069609425e-09 |
| Median Absolute Deviation (MAD) | 0.8716680128 |
| Skewness | 0.004809608664 |
| Sum | 1.069609425e-06 |
| Variance | 0.9999999992 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -1.621091247 | 1 | 0.1% | |
| -0.9622237682 | 1 | 0.1% | |
| 1.009189606 | 1 | 0.1% | |
| 1.567781687 | 1 | 0.1% | |
| -1.246515393 | 1 | 0.1% | |
| -1.485776544 | 1 | 0.1% | |
| 1.048523903 | 1 | 0.1% | |
| -0.4808095992 | 1 | 0.1% | |
| -0.1608147323 | 1 | 0.1% | |
| 1.130600929 | 1 | 0.1% | |
| 1.072709322 | 1 | 0.1% | |
| -0.007634656504 | 1 | 0.1% | |
| 1.276527882 | 1 | 0.1% | |
| -1.141964793 | 1 | 0.1% | |
| 0.2816995084 | 1 | 0.1% | |
| -1.548206925 | 1 | 0.1% | |
| 0.08601596206 | 1 | 0.1% | |
| 0.5878298283 | 1 | 0.1% | |
| 1.181015015 | 1 | 0.1% | |
| -0.9615995288 | 1 | 0.1% | |
| -0.555346787 | 1 | 0.1% | |
| 1.404932141 | 1 | 0.1% | |
| 0.6976350546 | 1 | 0.1% | |
| -0.5944008231 | 1 | 0.1% | |
| -1.235672951 | 1 | 0.1% | |
| Other values (975) | 975 | 97.5% |
| Value | Count | Frequency (%) | |
| -1.715186119 | 1 | 0.1% | |
| -1.713864446 | 1 | 0.1% | |
| -1.708326101 | 1 | 0.1% | |
| -1.705327511 | 1 | 0.1% | |
| -1.704755306 | 1 | 0.1% | |
| -1.702653885 | 1 | 0.1% | |
| -1.700322866 | 1 | 0.1% | |
| -1.698073745 | 1 | 0.1% | |
| -1.695999742 | 1 | 0.1% | |
| -1.695018172 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 1.708236098 | 1 | 0.1% | |
| 1.70808506 | 1 | 0.1% | |
| 1.70791769 | 1 | 0.1% | |
| 1.706259847 | 1 | 0.1% | |
| 1.705826521 | 1 | 0.1% | |
| 1.705307007 | 1 | 0.1% | |
| 1.703555942 | 1 | 0.1% | |
| 1.701913834 | 1 | 0.1% | |
| 1.698892713 | 1 | 0.1% | |
| 1.698307633 | 1 | 0.1% |
| Distinct count | 1000 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.5180557966232299e-09 |
|---|---|
| Minimum | -1.6968183517456057 |
| Maximum | 1.7647590637207031 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | -1.696818352 |
|---|---|
| 5-th percentile | -1.52595343 |
| Q1 | -0.8629742414 |
| median | -0.02831385378 |
| Q3 | 0.8674184829 |
| 95-th percentile | 1.558097589 |
| Maximum | 1.764759064 |
| Range | 3.461577415 |
| Interquartile range (IQR) | 1.730392724 |
Descriptive statistics
| Standard deviation | 1.000000002 |
|---|---|
| Coefficient of variation (CV) | -658737316.8 |
| Kurtosis | -1.202317479 |
| Mean | -1.518055797e-09 |
| Median Absolute Deviation (MAD) | 0.8667578781 |
| Skewness | 0.05211384297 |
| Sum | -1.518055797e-06 |
| Variance | 1.000000005 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -1.207029939 | 1 | 0.1% | |
| 1.50918746 | 1 | 0.1% | |
| 1.060007811 | 1 | 0.1% | |
| 0.6859778762 | 1 | 0.1% | |
| 0.1267768741 | 1 | 0.1% | |
| -1.540470958 | 1 | 0.1% | |
| -0.3934334219 | 1 | 0.1% | |
| 1.470155239 | 1 | 0.1% | |
| -0.3101591766 | 1 | 0.1% | |
| -0.59444803 | 1 | 0.1% | |
| 0.5221757889 | 1 | 0.1% | |
| 1.747065425 | 1 | 0.1% | |
| -0.323587358 | 1 | 0.1% | |
| -1.63924706 | 1 | 0.1% | |
| 1.263094664 | 1 | 0.1% | |
| -0.4601776898 | 1 | 0.1% | |
| -0.9446690679 | 1 | 0.1% | |
| -1.444971323 | 1 | 0.1% | |
| 0.3157696724 | 1 | 0.1% | |
| 0.7467733026 | 1 | 0.1% | |
| -1.015269041 | 1 | 0.1% | |
| -1.11463666 | 1 | 0.1% | |
| -0.01330191176 | 1 | 0.1% | |
| -1.149788618 | 1 | 0.1% | |
| -0.1185682192 | 1 | 0.1% | |
| Other values (975) | 975 | 97.5% |
| Value | Count | Frequency (%) | |
| -1.696818352 | 1 | 0.1% | |
| -1.691248059 | 1 | 0.1% | |
| -1.690904021 | 1 | 0.1% | |
| -1.688062072 | 1 | 0.1% | |
| -1.688002825 | 1 | 0.1% | |
| -1.686666131 | 1 | 0.1% | |
| -1.681508899 | 1 | 0.1% | |
| -1.667291522 | 1 | 0.1% | |
| -1.66656363 | 1 | 0.1% | |
| -1.66187489 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 1.764759064 | 1 | 0.1% | |
| 1.764060616 | 1 | 0.1% | |
| 1.761021972 | 1 | 0.1% | |
| 1.756643176 | 1 | 0.1% | |
| 1.756351709 | 1 | 0.1% | |
| 1.755468845 | 1 | 0.1% | |
| 1.748481274 | 1 | 0.1% | |
| 1.747530937 | 1 | 0.1% | |
| 1.747065425 | 1 | 0.1% | |
| 1.743617654 | 1 | 0.1% |
| Distinct count | 1000 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.538765203207731e-10 |
|---|---|
| Minimum | -1.7048542499542236 |
| Maximum | 1.7417409420013428 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | -1.70485425 |
|---|---|
| 5-th percentile | -1.54484759 |
| Q1 | -0.8762024939 |
| median | 0.02282036189 |
| Q3 | 0.8389086872 |
| 95-th percentile | 1.54060204 |
| Maximum | 1.741740942 |
| Range | 3.446595192 |
| Interquartile range (IQR) | 1.715111181 |
Descriptive statistics
| Standard deviation | 0.9999999988 |
|---|---|
| Coefficient of variation (CV) | 1326477177 |
| Kurtosis | -1.199974369 |
| Mean | 7.538765203e-10 |
| Median Absolute Deviation (MAD) | 0.863940605 |
| Skewness | -0.006917016778 |
| Sum | 7.538765203e-07 |
| Variance | 0.9999999976 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 0.199219346 | 1 | 0.1% | |
| -0.5201490521 | 1 | 0.1% | |
| 1.313788056 | 1 | 0.1% | |
| -1.006636858 | 1 | 0.1% | |
| 0.500525713 | 1 | 0.1% | |
| 0.7721201777 | 1 | 0.1% | |
| -0.3489499986 | 1 | 0.1% | |
| -0.3550504744 | 1 | 0.1% | |
| 0.6002409458 | 1 | 0.1% | |
| 0.3538303673 | 1 | 0.1% | |
| -1.059334636 | 1 | 0.1% | |
| 0.8932053447 | 1 | 0.1% | |
| 1.515975952 | 1 | 0.1% | |
| -0.7252306938 | 1 | 0.1% | |
| -1.657488346 | 1 | 0.1% | |
| -0.2567655444 | 1 | 0.1% | |
| -0.8394132853 | 1 | 0.1% | |
| 1.157477856 | 1 | 0.1% | |
| -1.473232508 | 1 | 0.1% | |
| -0.3889777362 | 1 | 0.1% | |
| -0.8428272009 | 1 | 0.1% | |
| -0.5631085634 | 1 | 0.1% | |
| -1.20042479 | 1 | 0.1% | |
| 1.132599354 | 1 | 0.1% | |
| -1.448019981 | 1 | 0.1% | |
| Other values (975) | 975 | 97.5% |
| Value | Count | Frequency (%) | |
| -1.70485425 | 1 | 0.1% | |
| -1.697707295 | 1 | 0.1% | |
| -1.697009921 | 1 | 0.1% | |
| -1.694167614 | 1 | 0.1% | |
| -1.680250645 | 1 | 0.1% | |
| -1.679167747 | 1 | 0.1% | |
| -1.678420544 | 1 | 0.1% | |
| -1.677095413 | 1 | 0.1% | |
| -1.675474286 | 1 | 0.1% | |
| -1.673313856 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 1.741740942 | 1 | 0.1% | |
| 1.735723019 | 1 | 0.1% | |
| 1.729290605 | 1 | 0.1% | |
| 1.729028106 | 1 | 0.1% | |
| 1.725306749 | 1 | 0.1% | |
| 1.721845746 | 1 | 0.1% | |
| 1.720323563 | 1 | 0.1% | |
| 1.71769464 | 1 | 0.1% | |
| 1.714776397 | 1 | 0.1% | |
| 1.710560083 | 1 | 0.1% |
| Distinct count | 1000 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -9.798677638173103e-10 |
|---|---|
| Minimum | -2.727972507476806 |
| Maximum | 2.5458414554595947 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 7.9 KiB |
Quantile statistics
| Minimum | -2.727972507 |
|---|---|
| 5-th percentile | -1.773523962 |
| Q1 | -0.6876930147 |
| median | 0.1305322945 |
| Q3 | 0.7683034539 |
| 95-th percentile | 1.464644134 |
| Maximum | 2.545841455 |
| Range | 5.273813963 |
| Interquartile range (IQR) | 1.455996469 |
Descriptive statistics
| Standard deviation | 1.000000002 |
|---|---|
| Coefficient of variation (CV) | -1020545872 |
| Kurtosis | -0.4971102129 |
| Mean | -9.798677638e-10 |
| Median Absolute Deviation (MAD) | 0.6915079951 |
| Skewness | -0.3644749471 |
| Sum | -9.798677638e-07 |
| Variance | 1.000000004 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| -0.1889636666 | 1 | 0.1% | |
| 1.305944443 | 1 | 0.1% | |
| 0.4438630044 | 1 | 0.1% | |
| -1.727867126 | 1 | 0.1% | |
| 1.390153766 | 1 | 0.1% | |
| 0.6236941218 | 1 | 0.1% | |
| -2.70570755 | 1 | 0.1% | |
| -0.9153700471 | 1 | 0.1% | |
| 0.4261034727 | 1 | 0.1% | |
| 1.096032619 | 1 | 0.1% | |
| 0.4941490591 | 1 | 0.1% | |
| -0.5787616372 | 1 | 0.1% | |
| -1.627638698 | 1 | 0.1% | |
| 0.1021298766 | 1 | 0.1% | |
| -1.943241954 | 1 | 0.1% | |
| -1.42907989 | 1 | 0.1% | |
| 0.2076932639 | 1 | 0.1% | |
| -2.01031661 | 1 | 0.1% | |
| -0.1622649729 | 1 | 0.1% | |
| -1.177024364 | 1 | 0.1% | |
| -1.259054065 | 1 | 0.1% | |
| -0.05350545421 | 1 | 0.1% | |
| -0.04434988275 | 1 | 0.1% | |
| 0.3229376376 | 1 | 0.1% | |
| 1.021140933 | 1 | 0.1% | |
| Other values (975) | 975 | 97.5% |
| Value | Count | Frequency (%) | |
| -2.727972507 | 1 | 0.1% | |
| -2.721000433 | 1 | 0.1% | |
| -2.70570755 | 1 | 0.1% | |
| -2.550061703 | 1 | 0.1% | |
| -2.52764082 | 1 | 0.1% | |
| -2.490506411 | 1 | 0.1% | |
| -2.458217859 | 1 | 0.1% | |
| -2.403985023 | 1 | 0.1% | |
| -2.369324923 | 1 | 0.1% | |
| -2.294813395 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 2.545841455 | 1 | 0.1% | |
| 2.160489082 | 1 | 0.1% | |
| 2.158002615 | 1 | 0.1% | |
| 2.059457064 | 1 | 0.1% | |
| 2.033191442 | 1 | 0.1% | |
| 1.979628801 | 1 | 0.1% | |
| 1.968888283 | 1 | 0.1% | |
| 1.911107898 | 1 | 0.1% | |
| 1.868500352 | 1 | 0.1% | |
| 1.86058104 | 1 | 0.1% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| oz1 | oz2 | oz3 | oz4 | oz5 | target | |
|---|---|---|---|---|---|---|
| 0 | 0.827613 | 0.874057 | -0.269612 | 1.084659 | 0.807070 | -1.051214 |
| 1 | -1.050347 | -0.809026 | -1.189556 | 0.953911 | 0.778797 | 1.285375 |
| 2 | -0.089653 | 0.129047 | -0.360108 | -1.108125 | 0.066154 | -0.112975 |
| 3 | -0.804896 | -0.646172 | 0.037350 | -1.690904 | 0.418716 | 0.037544 |
| 4 | -0.261358 | -0.583027 | 0.242059 | -1.455686 | 1.597545 | 0.476958 |
| 5 | -0.639735 | -0.186486 | -1.285517 | 0.322408 | -0.717583 | 1.080172 |
| 6 | 1.204864 | 1.097191 | 1.178450 | 0.951471 | -0.334418 | -0.722852 |
| 7 | -1.324063 | -1.405459 | -0.450631 | 0.571764 | 0.937051 | 0.544446 |
| 8 | -0.933337 | -1.422899 | 1.180583 | -1.184382 | -1.412030 | -0.302630 |
| 9 | -0.516255 | -0.403767 | 0.333873 | -0.025090 | 1.510594 | 1.111125 |
Last rows
| oz1 | oz2 | oz3 | oz4 | oz5 | target | |
|---|---|---|---|---|---|---|
| 990 | -0.965969 | -0.578423 | -1.375615 | -0.346220 | -1.270499 | 0.587205 |
| 991 | -0.011943 | 1.011965 | -1.687013 | -1.382596 | -1.469494 | -1.628310 |
| 992 | 0.329878 | 1.551032 | -1.303457 | -1.096686 | 0.556655 | -1.721149 |
| 993 | 0.386392 | -0.332824 | 0.961910 | -0.829894 | 0.299754 | 0.230917 |
| 994 | 1.460933 | 1.328561 | 0.819097 | -0.388234 | 1.063531 | 0.203408 |
| 995 | 1.233467 | 0.831982 | 0.835568 | 0.575001 | -1.679168 | -1.534912 |
| 996 | -0.552215 | -0.196225 | -1.070973 | -1.171021 | 1.636846 | 0.809665 |
| 997 | 0.667684 | 1.317299 | -0.940285 | -0.186400 | 0.847608 | -1.410159 |
| 998 | -0.407723 | -0.647654 | 0.412977 | 0.608623 | 1.295426 | 1.313306 |
| 999 | -1.041420 | -1.023630 | 0.281700 | 1.188174 | 0.555133 | 0.883937 |